Triple
T4209613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auftragstaktik |
E93867
|
entity |
| Predicate | documentedIn |
P309
|
FINISHED |
| Object |
Truppenführung
Truppenführung is a seminal German Army field manual from the interwar period that codified modern mission-type tactics and decentralized command principles.
|
E425093
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Truppenführung | Statement: [Auftragstaktik, documentedIn, Truppenführung]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Truppenführung Context triple: [Auftragstaktik, documentedIn, Truppenführung]
-
A.
Befehlstaktik
Befehlstaktik is a traditional German military command doctrine characterized by detailed, centralized orders that leave subordinates little freedom to adapt or improvise.
-
B.
Großer Generalstab
Großer Generalstab was the German Empire’s elite military command and planning body, renowned for its role in developing modern staff warfare and directing Germany’s operations in World War I.
-
C.
Wehrmacht High Command
The Wehrmacht High Command was the central military leadership body of Nazi Germany, responsible for directing the operations, strategy, and administration of the German armed forces during the Second World War.
-
D.
Operation Clausewitz
Operation Clausewitz was a component phase of the German 1942 summer offensive on the Eastern Front, focused on advancing toward and securing key objectives as part of the broader Case Blue campaign.
-
E.
Panzer Operations
Panzer Operations is a World War II memoir and tactical study by German general Erhard Raus, detailing his experiences and armored warfare strategies on the Eastern Front.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Truppenführung Triple: [Auftragstaktik, documentedIn, Truppenführung]
Generated description
Truppenführung is a seminal German Army field manual from the interwar period that codified modern mission-type tactics and decentralized command principles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Truppenführung Target entity description: Truppenführung is a seminal German Army field manual from the interwar period that codified modern mission-type tactics and decentralized command principles.
-
A.
Befehlstaktik
Befehlstaktik is a traditional German military command doctrine characterized by detailed, centralized orders that leave subordinates little freedom to adapt or improvise.
-
B.
Großer Generalstab
Großer Generalstab was the German Empire’s elite military command and planning body, renowned for its role in developing modern staff warfare and directing Germany’s operations in World War I.
-
C.
Wehrmacht High Command
The Wehrmacht High Command was the central military leadership body of Nazi Germany, responsible for directing the operations, strategy, and administration of the German armed forces during the Second World War.
-
D.
Operation Clausewitz
Operation Clausewitz was a component phase of the German 1942 summer offensive on the Eastern Front, focused on advancing toward and securing key objectives as part of the broader Case Blue campaign.
-
E.
Panzer Operations
Panzer Operations is a World War II memoir and tactical study by German general Erhard Raus, detailing his experiences and armored warfare strategies on the Eastern Front.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b3480f80208190b08ca6ccfe9c41f6 |
completed | March 12, 2026, 11:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a84ffb18819081fcd4b258ccfedf |
completed | March 14, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69b5a8e024a081909e7ecbe969793281 |
completed | March 14, 2026, 6:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5acefd1f881908226ff68a741552b |
completed | March 14, 2026, 6:46 p.m. |
Created at: March 12, 2026, 11:03 p.m.